Developer Tooling

DA-Forge

Declarative agent packaging and deployment for grounded enterprise workspaces.

What Is It?

DA-Forge is a Python CLI I created to automate declarative-agent creation and deployment for contextual enterprise environments such as Copilot Notebooks. It handles manifest generation, capability injection, and deployment packaging so teams can move from concept to runnable agent much faster.

Why It Matters

The tool compressed a workflow that previously took roughly 85 minutes by hand into a repeatable process that can finish in about 2 minutes, which makes experimentation and iteration far more practical.

Tools & Technologies

Python CLI JSON Manifests Enterprise AI

GitHub

Highlights

Automated manifest generation and packaging for declarative agents.
Reduced setup friction for grounded agent workflows.
Made deployment fast enough for real iteration loops instead of one-off demos.